Zobrazeno 1 - 10
of 8 598
pro vyhledávání: '"Gangemi A."'
This work explores the integration of ontology-based reasoning and Machine Learning techniques for explainable value classification. By relying on an ontological formalization of moral values as in the Moral Foundations Theory, relying on the DnS Ont
Externí odkaz:
http://arxiv.org/abs/2410.12631
The task of detecting moral values in text has significant implications in various fields, including natural language processing, social sciences, and ethical decision-making. Previously proposed supervised models often suffer from overfitting, leadi
Externí odkaz:
http://arxiv.org/abs/2406.04143
World modelling, i.e. building a representation of the rules that govern the world so as to predict its evolution, is an essential ability for any agent interacting with the physical world. Recent applications of the Transformer architecture to the p
Externí odkaz:
http://arxiv.org/abs/2405.20180
This paper presents sandra, a neuro-symbolic reasoner combining vectorial representations with deductive reasoning. Sandra builds a vector space constrained by an ontology and performs reasoning over it. The geometric nature of the reasoner allows it
Externí odkaz:
http://arxiv.org/abs/2402.00591
Autor:
De Giorgis, Stefano, Gangemi, Aldo
Emotions are a subject of intense debate in various disciplines. Despite the proliferation of theories and definitions, there is still no consensus on what emotions are, and how to model the different concepts involved when we talk about - or categor
Externí odkaz:
http://arxiv.org/abs/2401.10751
General features of the $\alpha-\beta$ transition of quartz are investigated. Molecular dynamics methods are mainly used, an analytic treatment being deferred to a work in preparation. A basic preliminary observation is that the transition involves o
Externí odkaz:
http://arxiv.org/abs/2307.13411
Publikováno v:
2nd EuropeaN Data conference On Reference data and SEmantics (ENDORSE) 2023. Virtual event 14-16 March 2023. Proceedings, Publications Office of the European Union, 2023
What should a data integration framework for knowledge engineers look like? Recent research on Knowledge Graph construction proposes the design of a fa\c{c}ade, a notion borrowed from object-oriented software engineering. This idea is applied to SPAR
Externí odkaz:
http://arxiv.org/abs/2310.16700
Autor:
Antonio Gangemi, Paolo Bernante
Publikováno v:
Endocrines, Vol 5, Iss 3, Pp 395-407 (2024)
Background: The prevalence of type 2 diabetes mellitus (T2DM) has been steadily increasing over the past few decades, largely due to the rise in obesity rates. Bariatric surgery is a gastrointestinal surgical treatment focused on achieving weight los
Externí odkaz:
https://doaj.org/article/501c442bc93e4e2aa7efceb0b9fd47e5
Autor:
Borgo, Stefano, Ferrario, Roberta, Gangemi, Aldo, Guarino, Nicola, Masolo, Claudio, Porello, Daniele, Sanfilippo, Emilio M., Vieu, Laure
Publikováno v:
Applied Ontology 17 (2022):45-69
DOLCE, the first top-level (foundational) ontology to be axiomatized, has remained stable for twenty years and today is broadly used in a variety of domains. DOLCE is inspired by cognitive and linguistic considerations and aims to model a commonsense
Externí odkaz:
http://arxiv.org/abs/2308.01597
Autor:
Poltronieri, Andrea, Gangemi, Aldo
In this paper we propose the Music Note Ontology, an ontology for modelling music notes and their realisation. The ontology addresses the relation between a note represented in a symbolic representation system, and its realisation, i.e. a musical per
Externí odkaz:
http://arxiv.org/abs/2304.00986